TY - DATA
T1 - Data underlying the research on Portfolio-based Airline Fleet Planning
PY - 2019/06/21
AU - Bruno F. Santos
AU - C.C.C. (Constantijn) Sa
AU - J.-P. (John-Paul) Clarke
UR - https://data.4tu.nl/articles/dataset/Data_underlying_the_research_on_Portfolio-based_Airline_Fleet_Planning/12707567/1
DO - 10.4121/uuid:90abf0a2-369e-4a52-9a2c-518ab9f66478
KW - Airline demand
KW - Airline fare data
KW - Fleet optimisation
KW - master thesis
N2 - Dataset used for the case study in the MSc thesis "Robust fleet planning under stochastic demand" and in the OMEGA journal article "Portfolio-based airline fleet planning under stochastic demand".
        
        The dataset contains:
        - historical passenger data extracted from the TranStats database of the Bureau of Transportation Statistics (BTS/US DOT). The underlying dataset that was used is the T-100 Domestic Market (U.S. Carriers) data table that contains monthly scheduled US domestic passenger data based on a 10 percent ticket sale information dataset, aggregated for all airlines for the period 1990-2014. 
        - estimated parameters, per market, for the the mean reverting Ornstein-Uhlenbeck process.
        - model parameters used in the optimisation model, including aircraft features.
        - computed aggregated transition probabilities used in the discrete-time Markov Chain in the scenario generation model.
        - BTS/US DOT fare data from 2014.
ER -